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ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_9943
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
31.83
31.85
63.75
model-npz/ResNet101_optadam_s1_e2_b1_lr001_2838.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.46
55
1.83
39
37.13
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2317
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
30.6
30.62
61.27
model-npz/ResNet101_optadam_s1_e2_b1_lr0001_2760.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.23
58
1.02
38
37.5
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_4580
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
30.8
30.82
61.67
model-npz/ResNet101_optadam_s1_e2_b1_lr00001_1229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.29
29
1.05
39
37.58
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_7000
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
12.25
12.26
61.33
model-npz/ResNet101_optadam_s1_e5_b1_lr001_3015.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.36
68
1.59
38
36.93
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_5187
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
12.48
12.49
62.5
model-npz/ResNet101_optadam_s1_e5_b1_lr0001_1395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.19
57
0.96
39
37.07
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_5246
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
12.39
12.4
62.08
model-npz/ResNet101_optadam_s1_e5_b1_lr00001_2619.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.41
47
1.59
37
36.44
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2751
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
6.23
6.24
62.45
model-npz/ResNet101_optadam_s1_e10_b1_lr001_2379.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.35
57
1.36
39
37.72
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2743
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
6.17
6.18
61.86
model-npz/ResNet101_optadam_s1_e10_b1_lr0001_2076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.46
67
1.96
38
36.59
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2202
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
6.26
62.68
62.72
model-npz/ResNet101_optadam_s10_e1_b1_lr001_2670.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.34
100
2.16
39
37.79
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_9191
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
6.22
62.21
62.26
model-npz/ResNet101_optadam_s10_e1_b1_lr0001_3318.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.41
60
1.78
38
36.76
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2083
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
6.21
62.19
62.23
model-npz/ResNet101_optadam_s10_e1_b1_lr00001_5353.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.38
62
1.63
38
37.18
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1934
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
12.64
63.26
63.29
model-npz/ResNet101_optadam_s10_e1_b2_lr001_3123.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.35
61
1.76
40
37.42
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1928
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
12.54
62.76
62.8
model-npz/ResNet101_optadam_s10_e1_b2_lr0001_5768.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.5
66
1.91
38
36.91
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2644
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
12.58
62.96
63.02
model-npz/ResNet101_optadam_s10_e1_b2_lr00001_3220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.34
60
1.36
39
38.01
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_8199
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
21.05
63.19
63.24
model-npz/ResNet101_optadam_s10_e1_b4_lr001_4695.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.59
78
2.52
40
37.01
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1373
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
21.46
64.41
64.46
model-npz/ResNet101_optadam_s10_e1_b4_lr0001_1012.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.79
83
3.1
42
37.87
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_3178
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
21.24
63.75
63.79
model-npz/ResNet101_optadam_s10_e1_b4_lr00001_3128.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
0.83
74
3.21
41
38.25
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_1386
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
32.06
64.15
64.18
model-npz/ResNet101_optadam_s10_e1_b8_lr001_1595.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.06
68
3.5
40
37.38
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_2334
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
32.29
64.61
64.65
model-npz/ResNet101_optadam_s10_e1_b8_lr0001_8123.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.87
67
2.72
42
38.29
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_1928
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
32.28
64.59
64.63
model-npz/ResNet101_optadam_s10_e1_b8_lr00001_4088.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
1.11
78
3.87
40
37.02
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_3172
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
3.23
32.34
64.71
model-npz/ResNet101_optadam_s10_e2_b1_lr001_3782.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.56
61
2.36
38
37.44
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1018
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
3.14
31.49
63.03
model-npz/ResNet101_optadam_s10_e2_b1_lr0001_1396.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.36
52
1.64
39
37.23
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_2488
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
3.23
32.37
64.78
model-npz/ResNet101_optadam_s10_e2_b1_lr00001_1085.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.62
67
2.6
37
36.31
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1188
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
6.31
31.6
63.25
model-npz/ResNet101_optadam_s10_e2_b2_lr001_6286.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.55
53
2.08
39
37.41
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_8848
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
6.25
31.29
62.63
model-npz/ResNet101_optadam_s10_e2_b2_lr0001_7525.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.53
64
2.38
39
36.37
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1314
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
6.29
31.49
63.03
model-npz/ResNet101_optadam_s10_e2_b2_lr00001_7251.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.47
60
1.99
38
37.26
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_2417
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
10.58
31.76
63.55
model-npz/ResNet101_optadam_s10_e2_b4_lr001_3283.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.81
75
3.08
41
37.53
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_2641
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
10.8
32.41
64.87
model-npz/ResNet101_optadam_s10_e2_b4_lr0001_6976.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
0.92
82
3.44
40
37.25
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_2074
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
10.98
32.97
65.98
model-npz/ResNet101_optadam_s10_e2_b4_lr00001_2893.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.81
77
3.19
42
38.13
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2582
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
15.75
31.52
63.08
model-npz/ResNet101_optadam_s10_e2_b8_lr0001_6967.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.26
100
5.49
40
37.27
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1391
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
16.2
32.43
64.9
model-npz/ResNet101_optadam_s10_e2_b8_lr00001_3179.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
1.08
73
3.53
42
38.44
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_4656
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
1.34
13.47
67.39
model-npz/ResNet101_optadam_s10_e5_b1_lr001_6743.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.67
47
3.19
39
36.86
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_5761
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
1.35
13.52
67.64
model-npz/ResNet101_optadam_s10_e5_b1_lr0001_8348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.56
62
2.62
38
36.9
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2378
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
1.34
13.41
67.1
model-npz/ResNet101_optadam_s10_e5_b1_lr00001_2211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.63
64
2.39
40
38.06
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2046
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
2.59
12.95
64.83
model-npz/ResNet101_optadam_s10_e5_b2_lr001_3361.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.54
64
2.53
39
36.6
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_8831
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
2.56
12.8
64.03
model-npz/ResNet101_optadam_s10_e5_b2_lr0001_1869.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.65
64
2.53
39
37.06
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_3019
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
2.56
12.84
64.23
model-npz/ResNet101_optadam_s10_e5_b2_lr00001_9839.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.63
50
2.55
39
37.29
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2411
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
4.37
13.14
65.75
model-npz/ResNet101_optadam_s10_e5_b4_lr001_2834.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
1.06
84
3.66
40
36.48
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1950
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
4.39
13.2
66.04
model-npz/ResNet101_optadam_s10_e5_b4_lr0001_3605.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.87
73
3.32
40
37.48
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1697
10
224
224
3
10
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4
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model-npz/ResNet101_optadam_s10_e5_b4_lr00001_1097.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.92
84
3.39
42
38.66
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1395
10
224
224
3
10
adam
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8
0.01
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65.78
model-npz/ResNet101_optadam_s10_e5_b8_lr001_3229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.01
68
3.08
41
37.29
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_3292
10
224
224
3
10
adam
5
8
0.001
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12.2
6.66
13.33
66.72
model-npz/ResNet101_optadam_s10_e5_b8_lr0001_2422.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.88
64
2.96
40
37.58
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_1688
10
224
224
3
10
adam
5
8
0.0001
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64.58
model-npz/ResNet101_optadam_s10_e5_b8_lr00001_2904.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.1
72
3.96
43
38.82
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_2822
10
224
224
3
10
adam
10
1
0.01
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12.2
0.73
7.29
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model-npz/ResNet101_optadam_s10_e10_b1_lr001_1405.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.9
63
4.1
40
37.07
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_7509
10
224
224
3
10
adam
10
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0.001
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12.2
0.71
7.09
71.01
model-npz/ResNet101_optadam_s10_e10_b1_lr0001_4801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.09
57
4.97
38
36.8
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_9175
10
224
224
3
10
adam
10
1
0.0001
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12.2
0.72
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72.5
model-npz/ResNet101_optadam_s10_e10_b1_lr00001_1122.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.94
66
4.47
38
37.13
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2275
10
224
224
3
10
adam
10
2
0.01
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1.32
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66.48
model-npz/ResNet101_optadam_s10_e10_b2_lr001_5492.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.76
59
3.26
41
38.12
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_2326
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
1.35
6.77
67.78
model-npz/ResNet101_optadam_s10_e10_b2_lr0001_3329.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.72
56
3.48
39
36.54
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_4431
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
1.37
6.86
68.62
model-npz/ResNet101_optadam_s10_e10_b2_lr00001_2604.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.93
51
4.11
38
36.86
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_8756
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
2.24
6.73
67.38
model-npz/ResNet101_optadam_s10_e10_b4_lr001_3243.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
1.22
84
4.44
41
38.22
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_6290
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
2.18
6.57
65.73
model-npz/ResNet101_optadam_s10_e10_b4_lr0001_3215.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.96
74
3.7
40
37.02
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_1186
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
2.29
6.88
68.85
model-npz/ResNet101_optadam_s10_e10_b4_lr00001_9371.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.98
76
3.8
41
37.79
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_2374
10
224
224
3
10
adam
10
8
0.01
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3.32
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66.65
model-npz/ResNet101_optadam_s10_e10_b8_lr001_1953.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.98
78
3.57
43
39.21
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2961
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
3.27
6.56
65.63
model-npz/ResNet101_optadam_s10_e10_b8_lr0001_3191.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.1
69
3.84
41
37.54
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_2912
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
3.34
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66.99
model-npz/ResNet101_optadam_s10_e10_b8_lr00001_3266.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.23
82
4.29
42
37.8
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3339
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.72
72
72.03
model-npz/ResNet101_optadam_s100_e1_b1_lr001_3202.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.92
52
4.26
40
38.83
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2669
100
224
224
3
10
adam
1
1
0.001
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12.2
0.72
72.2
72.23
model-npz/ResNet101_optadam_s100_e1_b1_lr0001_1758.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.96
51
4.46
40
37.88
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_1591
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
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72.42
72.45
model-npz/ResNet101_optadam_s100_e1_b1_lr00001_2740.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.08
61
5.26
38
36.06
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_5060
100
224
224
3
10
adam
1
2
0.01
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67.75
model-npz/ResNet101_optadam_s100_e1_b2_lr001_2969.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.87
60
3.96
38
36.39
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_2343
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
1.34
67.05
67.08
model-npz/ResNet101_optadam_s100_e1_b2_lr0001_1174.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.92
67
3.87
40
37.57
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_2476
100
224
224
3
10
adam
1
2
0.0001
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12.2
1.35
67.49
67.53
model-npz/ResNet101_optadam_s100_e1_b2_lr00001_3241.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.97
46
4.42
40
37.37
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1833
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
2.57
64.32
64.37
model-npz/ResNet101_optadam_s100_e1_b4_lr001_1733.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.88
61
3.16
39
36.38
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3113
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
2.58
64.64
64.68
model-npz/ResNet101_optadam_s100_e1_b4_lr0001_6033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.93
75
3.54
40
37.07
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_1899
100
224
224
3
10
adam
1
4
0.0001
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12.2
2.59
64.81
64.85
model-npz/ResNet101_optadam_s100_e1_b4_lr00001_1069.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.83
57
2.95
40
37.37
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_3195
100
224
224
3
10
adam
1
8
0.01
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12.2
5.13
66.75
66.79
model-npz/ResNet101_optadam_s100_e1_b8_lr001_9057.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.36
74
4.28
42
36.72
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_3213
100
224
224
3
10
adam
1
8
0.001
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12.2
5.06
65.88
65.91
model-npz/ResNet101_optadam_s100_e1_b8_lr0001_2665.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.17
75
4.11
43
37.92
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_7886
100
224
224
3
10
adam
1
8
0.0001
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12.2
5.16
67.18
67.21
model-npz/ResNet101_optadam_s100_e1_b8_lr00001_2646.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
1.37
82
4.25
42
38.32
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_3199
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
9.42
65.98
66.01
model-npz/ResNet101_optadam_s100_e1_b16_lr001_1174.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
1.59
81
4.92
43
37.5
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1788
100
224
224
3
10
adam
1
16
0.001
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12.2
9.27
64.94
64.98
model-npz/ResNet101_optadam_s100_e1_b16_lr0001_2317.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
1.67
84
4.51
43
38.8
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_3064
100
224
224
3
10
adam
1
16
0.0001
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12.2
9.41
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65.97
model-npz/ResNet101_optadam_s100_e1_b16_lr00001_2498.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
1.71
72
3.87
44
38.9
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2981
100
224
224
3
10
adam
1
32
0.01
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66.49
model-npz/ResNet101_optadam_s100_e1_b32_lr001_2113.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
2.03
84
5.48
44
38.37
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2094
100
224
224
3
10
adam
1
32
0.001
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12.2
16.44
65.78
65.82
model-npz/ResNet101_optadam_s100_e1_b32_lr0001_3220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
1.97
87
5.23
45
39.21
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1205
100
224
224
3
10
adam
1
32
0.0001
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12.2
16.55
66.23
66.27
model-npz/ResNet101_optadam_s100_e1_b32_lr00001_3025.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
1.88
86
4.95
44
37.86
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2708
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
35.39
70.82
70.85
model-npz/ResNet101_optadam_s100_e1_b64_lr001_2455.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
4.05
91
9.79
49
39.44
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2872
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
34.81
69.66
69.7
model-npz/ResNet101_optadam_s100_e1_b64_lr0001_2565.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
3.83
98
8.81
49
40.98
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2088
100
224
224
3
10
adam
1
64
0.0001
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12.2
34.93
69.9
69.94
model-npz/ResNet101_optadam_s100_e1_b64_lr00001_1372.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
3.15
96
8.31
49
39.9
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2136
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.43
42.77
85.58
model-npz/ResNet101_optadam_s100_e2_b1_lr001_1871.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.49
65
7.42
41
38.81
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_8255
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.41
41.29
82.63
model-npz/ResNet101_optadam_s100_e2_b1_lr0001_7850.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.49
58
7.26
38
36.86
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1441
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.41
40.98
82
model-npz/ResNet101_optadam_s100_e2_b1_lr00001_2076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.59
58
7.22
39
36.31
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_2868
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.72
36.38
72.8
model-npz/ResNet101_optadam_s100_e2_b2_lr001_2577.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.35
70
6.06
38
36.31
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_5060
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.73
36.78
73.62
model-npz/ResNet101_optadam_s100_e2_b2_lr0001_3236.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.15
57
5.2
39
36.5
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_4596
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.72
36.1
72.23
model-npz/ResNet101_optadam_s100_e2_b2_lr00001_3206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.17
64
4.97
40
37.24
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2931
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
1.32
33.13
66.3
model-npz/ResNet101_optadam_s100_e2_b4_lr001_5696.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.25
64
4.34
42
38.03
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_3312
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.35
33.94
67.93
model-npz/ResNet101_optadam_s100_e2_b4_lr0001_2735.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.11
63
3.77
43
39.26
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_7629
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
1.34
33.7
67.43
model-npz/ResNet101_optadam_s100_e2_b4_lr00001_1241.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.16
43
3.83
41
37.42
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_2572
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
2.65
34.5
69.04
model-npz/ResNet101_optadam_s100_e2_b8_lr001_2176.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.49
74
4.67
43
37.83
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_5541
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
2.59
33.7
67.44
model-npz/ResNet101_optadam_s100_e2_b8_lr0001_1155.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.53
82
5.03
46
39.3
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_2636
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
2.63
34.2
68.44
model-npz/ResNet101_optadam_s100_e2_b8_lr00001_3225.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
1.67
80
5.14
43
37.8
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1318
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
4.75
33.26
66.56
model-npz/ResNet101_optadam_s100_e2_b16_lr001_2175.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
1.83
77
5.09
45
38.17
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_8897
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
4.99
34.97
69.98
model-npz/ResNet101_optadam_s100_e2_b16_lr0001_5658.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
1.97
86
5.27
46
39.25
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1650
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
4.73
33.15
66.34
model-npz/ResNet101_optadam_s100_e2_b16_lr00001_3273.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
1.92
76
5.06
45
39.44
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1752
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
8.35
33.44
66.92
model-npz/ResNet101_optadam_s100_e2_b32_lr001_1820.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
2.46
92
6.29
45
38.42
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1638
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
8.4
33.61
67.28
model-npz/ResNet101_optadam_s100_e2_b32_lr0001_1983.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
2.28
87
5.79
46
39.47
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_1491
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
8.41
33.66
67.36
model-npz/ResNet101_optadam_s100_e2_b32_lr00001_1171.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
2.9
82
7.32
45
38.4
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1779
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
17.89
35.81
71.67
model-npz/ResNet101_optadam_s100_e2_b64_lr001_1639.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
79
4.65
99
10.73
49
39.62
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2275
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
17.39
34.79
69.63
model-npz/ResNet101_optadam_s100_e2_b64_lr0001_1185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
3.8
90
9.99
50
41.42
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_6082
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
17.23
34.49
69.02
model-npz/ResNet101_optadam_s100_e2_b64_lr00001_1046.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
3.93
96
10.19
50
40.22
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1805
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.23
22.91
114.6
model-npz/ResNet101_optadam_s100_e5_b1_lr001_3175.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.57
56
12.75
42
38.7
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2705
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.22
22.7
113.58
model-npz/ResNet101_optadam_s100_e5_b1_lr0001_8899.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.53
53
12.46
39
37.23
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1632
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.22
22.46
112.37
model-npz/ResNet101_optadam_s100_e5_b1_lr00001_3303.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.51
59
12.67
38
36.53